Incremental Sliding Window Connectivity over Streaming Graphs
Summary: BIC: a bidirectional incremental index that avoids physical edge deletions by maintaining forward and backward incremental computations over the stream timeline. Merging these views yields compact updates and fast sliding-window connectivity queries, with ~14x throughput and up to 3900x P95 latency improvements over prior indexes. (summarized by gpt-5-mini on Feb 09 2026)
Incoming Non-self Citations Over Time
Authors
- 1. Chao Zhang
- 2. Angela Bonifati
- 3. M. Tamer Özsu
Incoming Citations (Sorted by Pagerank)
Showing 2 of 2 citing papers.
| Rank | Citing Paper | Year | Venue | Pagerank |
|---|---|---|---|---|
| 9,640 | An Experimental Comparison of Tree-data Structures for Connectivity Queries on Fully-dynamic Undirected Graphs | 2025 | SIGMOD | 4.3067693e-05 |
| 10,135 | ABFlow: Alert Bursting Flow Query in Streaming Temporal Flow Networks | 2026 | SIGMOD | 4.1905499e-05 |
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Outgoing Citations (Sorted by Pagerank)
Showing 7 of 7 cited papers.
Citations counted here include only citations to other VLDB/SIGMOD/CIDR/PODS papers in this database.
| Rank | Cited Paper | Year | Venue | Pagerank |
|---|---|---|---|---|
| 287 | Storm @Twitter | 2014 | SIGMOD | 0.00028917909 |
| 314 | MillWheel: Fault-Tolerant Stream Processing at Internet Scale | 2013 | VLDB | 0.00028059664 |
| 327 | The Ubiquity of Large Graphs and Surprising Challenges of Graph Processing | 2018 | VLDB | 0.00027312381 |
| 822 | Twitter Heron: Stream Processing at Scale | 2015 | SIGMOD | 0.00016226851 |
| 2,832 | Regular Path Query Evaluation on Streaming Graphs | 2020 | SIGMOD | 8.048358e-05 |
| 3,155 | Dynamic Spanning Trees for Connectivity Queries on Fully-dynamic Undirected Graphs | 2022 | VLDB | 7.4700348e-05 |
| 3,670 | The LDBC Social Network Benchmark: Business Intelligence Workload | 2023 | VLDB | 6.8557811e-05 |
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Semantically Similar Papers
| Overall Rank | Paper | Year | Venue | Pagerank |
|---|---|---|---|---|
| 3,439 | Incremental Graph Computations: Doable and Undoable | 2017 | SIGMOD | 7.0916563e-05 |
| 6,469 | Parallel Index-based Stream Join on a Multicore CPU | 2020 | SIGMOD | 5.0448159e-05 |
| 3,067 | Sliding Window-based Approximate Triangle Counting over Streaming Graphs with Duplicate Edges | 2021 | SIGMOD | 7.6247945e-05 |
| 9,729 | TC-Match: Fast Time-constrained Continuous Subgraph Matching | 2024 | VLDB | 4.2901665e-05 |
| 10,232 | Efficient Temporal Subgraph Management: A New Interval Index | 2026 | VLDB | 4.1905499e-05 |
| 11,045 | Efficient Index for Temporal Core Queries over Bipartite Graphs | 2024 | VLDB | 4.1905499e-05 |
| 3,857 | Index-based Optimal Algorithms for Computing Steiner Components with Maximum Connectivity | 2015 | SIGMOD | 6.6924202e-05 |
| 7,581 | Querying Structural Diversity in Streaming Graphs | 2024 | VLDB | 4.701915e-05 |
| 6,660 | On Querying Historical Connectivity in Temporal Graphs | 2024 | SIGMOD | 4.9672425e-05 |
| 4,726 | On Querying Connected Components in Large Temporal Graphs | 2023 | SIGMOD | 5.9632682e-05 |